The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Monte Carlo Method skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Monte Carlo Method over the 3 months to 30 April 2017 with a comparison to the same period in the previous 2 years.

Monte Carlo Method
UK / England
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 795 901 899
Rank change year-on-year +106 -2  
Permanent jobs citing Monte Carlo Method 35 32 48
As % of all permanent IT jobs advertised in England 0.043% 0.033% 0.046%
As % of the Processes & Methodologies category 0.049% 0.037% 0.053%
Number of salaries quoted 22 32 24
Median salary £60,000 £75,000 £80,000
Median salary % change year-on-year -20.00% -6.25%  
90% offered a salary of more than £40,000 £45,000 £65,000
10% offered a salary of more than £81,500 £102,250 £95,000
UK excluding London median salary £40,000 £55,000 £28,000
% change year-on-year -27.27% +96.42%  

Monte Carlo Method is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71933 86309 90322
As % of all permanent IT job vacancies advertised in England 89.27% 88.85% 87.11%
Number of salaries quoted 59686 72516 73663
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Monte Carlo Method
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Monte Carlo Method as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Monte Carlo Method in England

Monte Carlo Method
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Monte Carlo Method in England.

Salary trend for Monte Carlo Method in England

Monte Carlo Method
Salary Histogram in England

The salary distribution of IT jobs citing Monte Carlo Method in England over the 3 months to 30 April 2017.

Salary histogram for Monte Carlo Method in England

Monte Carlo Method
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Monte Carlo Method within the England region over the 3 months to 30 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +58 23 £75,000 - 3
West Midlands - 5 - -
Yorkshire - 4 £40,000 -
South East +72 2 £70,000 +118.75%
North West - 1 £34,000 - 3
Monte Carlo Method
UK

For the 6 months to 30 April 2017, IT jobs citing Monte Carlo Method also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Monte Carlo Method.

1 34 (62.96%) Finance
2 25 (46.30%) Python
3 19 (35.19%) Microsoft Excel
4 17 (31.48%) Statistics
4 17 (31.48%) Analytics
5 16 (29.63%) R
5 16 (29.63%) SQL
6 14 (25.93%) Microsoft Office
6 14 (25.93%) Risk Management
7 13 (24.07%) Microsoft PowerPoint
7 13 (24.07%) Degree
7 13 (24.07%) Machine Learning
8 12 (22.22%) Computer Science
9 11 (20.37%) Stakeholder Management
9 11 (20.37%) PhD
9 11 (20.37%) Mathematics
9 11 (20.37%) Statistical Analysis
9 11 (20.37%) Bayesian Methods
10 10 (18.52%) Statistical Modelling
10 10 (18.52%) Basel III
10 10 (18.52%) Mentoring
10 10 (18.52%) Analytical Skills
10 10 (18.52%) Target Operating Model
10 10 (18.52%) Project Planning
10 10 (18.52%) MATLAB
11 9 (16.67%) Algorithms
11 9 (16.67%) Markov Chain
12 8 (14.81%) C
12 8 (14.81%) Neural Network
13 6 (11.11%) Banking

Monte Carlo Method
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (9.26%) Apache Pig
1 5 (9.26%) SAS
2 3 (5.56%) Apache Spark
3 1 (1.85%) Jupyter
3 1 (1.85%) Kinematics
3 1 (1.85%) Oracle Coherence
3 1 (1.85%) Oracle SOA Suite
3 1 (1.85%) Tornado
Applications
1 19 (35.19%) Microsoft Excel
2 14 (25.93%) Microsoft Office
3 13 (24.07%) Microsoft PowerPoint
4 5 (9.26%) SPSS
5 2 (3.70%) Stata
6 1 (1.85%) Maple
6 1 (1.85%) Simulink
Business Applications
1 5 (9.26%) Primavera
Cloud Services
1 1 (1.85%) Amazon AWS
Database & Business Intelligence
1 6 (11.11%) Big Data
1 6 (11.11%) PostgreSQL
2 5 (9.26%) NoSQL
3 4 (7.41%) Hadoop
4 3 (5.56%) HBase
4 3 (5.56%) MongoDB
5 2 (3.70%) MS Access
6 1 (1.85%) BusinessObjects
6 1 (1.85%) GIS
6 1 (1.85%) Mahout
6 1 (1.85%) Neo4j
6 1 (1.85%) Redis
6 1 (1.85%) SQL Server
Development Applications
1 3 (5.56%) Git (software)
2 1 (1.85%) Bitbucket
2 1 (1.85%) JIRA
2 1 (1.85%) TeamCity
General
1 34 (62.96%) Finance
2 6 (11.11%) Banking
3 4 (7.41%) Marketing
4 3 (5.56%) Financial Institution
5 2 (3.70%) Legal
6 1 (1.85%) Automotive
6 1 (1.85%) Investment Banking
6 1 (1.85%) Retail
Job Titles
1 12 (22.22%) Consultant
2 11 (20.37%) Business Analyst
2 11 (20.37%) Data Scientist
3 10 (18.52%) Developer
3 10 (18.52%) Finance Business Analyst
3 10 (18.52%) Financial Business Analyst
3 10 (18.52%) Financial Services Business Analyst
4 6 (11.11%) Python Developer
5 5 (9.26%) Quantitative Developer
6 4 (7.41%) Graduate
7 3 (5.56%) Analyst
7 3 (5.56%) Graduate Developer
7 3 (5.56%) Graduate Python Developer
7 3 (5.56%) Junior
7 3 (5.56%) Junior Developer
7 3 (5.56%) Junior Python Developer
7 3 (5.56%) Junior Quantitative Developer
7 3 (5.56%) Risk Manager
8 2 (3.70%) Django Developer
8 2 (3.70%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 4 (7.41%) Keras
1 4 (7.41%) Natural Language Processing
1 4 (7.41%) TensorFlow
1 4 (7.41%) Theano
2 2 (3.70%) .NET
2 2 (3.70%) Boost C++ Libraries
2 2 (3.70%) Django
3 1 (1.85%) .NET Framework
3 1 (1.85%) AngularJS
3 1 (1.85%) CSS
3 1 (1.85%) CSS3
3 1 (1.85%) Flask
3 1 (1.85%) HTML
3 1 (1.85%) HTML5
3 1 (1.85%) Middleware
3 1 (1.85%) React
3 1 (1.85%) RESTful
3 1 (1.85%) WebSockets
3 1 (1.85%) XML
3 1 (1.85%) XSLT
Miscellaneous
1 12 (22.22%) Computer Science
2 10 (18.52%) Analytical Skills
3 9 (16.67%) Algorithms
4 5 (9.26%) Fintech
5 3 (5.56%) Credit Risk
5 3 (5.56%) Data Structures
5 3 (5.56%) Market Risk
6 1 (1.85%) CUDA
6 1 (1.85%) Equities
6 1 (1.85%) Greenfield Project
6 1 (1.85%) Hedge funds
Operating Systems
1 1 (1.85%) Linux
Processes & Methodologies
1 17 (31.48%) Analytics
1 17 (31.48%) Statistics
2 14 (25.93%) Risk Management
3 13 (24.07%) Machine Learning
4 11 (20.37%) Bayesian Methods
4 11 (20.37%) Mathematics
4 11 (20.37%) Stakeholder Management
4 11 (20.37%) Statistical Analysis
5 10 (18.52%) Mentoring
5 10 (18.52%) Project Planning
5 10 (18.52%) Statistical Modelling
5 10 (18.52%) Target Operating Model
6 9 (16.67%) Markov Chain
7 8 (14.81%) Neural Network
8 6 (11.11%) Random Forest
8 6 (11.11%) Risk Assessment
9 5 (9.26%) Decision Tree
9 5 (9.26%) Linear Regression
9 5 (9.26%) Logistic Regression
9 5 (9.26%) Physics
Programming Languages
1 25 (46.30%) Python
2 16 (29.63%) R
2 16 (29.63%) SQL
3 10 (18.52%) MATLAB
4 8 (14.81%) C
5 6 (11.11%) C++
5 6 (11.11%) Java
6 5 (9.26%) Fortran
7 4 (7.41%) VBA
8 3 (5.56%) C#
9 2 (3.70%) JavaScript
10 1 (1.85%) Cypher
10 1 (1.85%) Delphi
10 1 (1.85%) Objective-C
10 1 (1.85%) Pascal
10 1 (1.85%) Ruby
10 1 (1.85%) Scala
10 1 (1.85%) Smalltalk
10 1 (1.85%) VB.NET
Qualifications
1 13 (24.07%) Degree
2 11 (20.37%) PhD
3 3 (5.56%) DV Cleared
3 3 (5.56%) SC Cleared
3 3 (5.56%) Security Cleared
4 2 (3.70%) CISA
4 2 (3.70%) CISM
4 2 (3.70%) CISSP
4 2 (3.70%) CRISC
Quality Assurance & Compliance
1 10 (18.52%) Basel III
2 5 (9.26%) Data Quality
3 3 (5.56%) QA
4 1 (1.85%) Basel II
4 1 (1.85%) IFRS
Vendors
1 3 (5.56%) Microsoft
2 2 (3.70%) Oracle
3 1 (1.85%) Bloomberg
3 1 (1.85%) Cognos
3 1 (1.85%) Minitab
3 1 (1.85%) Reuters
3 1 (1.85%) Solace
Warrington, Cheshire
Senitor Associates
Salary: £30000 - £40000 per annum + Excellent Benefits
Posted: 2 days ago
Central London / West End
ClearCube Consulting
Salary: From £60,000 to £90,000 per annum
Posted: 4 days ago
Wilmslow, Cheshire
Senitor Associates
Salary: £20000 - £25000 per annum + OTE 35K
Posted: 6 days ago
Wilmslow, Cheshire
Senitor Associates
Salary: £18000 - £25000 per annum
Posted: 4 days ago